A Novel Penalty-Based Wrapper Objective Function for Feature Selection in Big Data Using Cooperative Co-Evolution.
A. N. M. Bazlur RashidMohiuddin AhmedLeslie F. SikosPaul S. Haskell-DowlandPublished in: IEEE Access (2020)
Keyphrases
- big data
- feature selection
- objective function
- cooperative
- cloud computing
- data analysis
- social media
- big data analytics
- high volume
- feature ranking
- penalty term
- mutual information
- data management
- text categorization
- classification accuracy
- vast amounts of data
- feature selection algorithms
- unstructured data
- data intensive
- business intelligence
- text classification
- machine learning
- data science
- feature set
- penalty function
- constrained optimization
- knowledge discovery
- data processing
- massive data
- wrapper method
- wrapper feature selection
- case based reasoning
- model selection
- feature subset
- data warehousing
- information processing
- expert systems
- data integration